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A facial keypoint detection system that takes in any image with faces, recognizes and detects faces using Viola-Jones Algorithm, and predicts the location of 68 distinguishing key points on each face using a regression convolutional neural network.
The main abnormal behaviors that this project can detect are: Violence, covering camera, Choking, lying down, Running, Motion in restricted areas. It provides much flexibility by allowing users to choose the abnormal behaviors they want to be detected and keeps track of every abnormal event to be reviewed. We used three methods to detect abnorma…
As one of the 300 scholars chosen among 6,000 from the first phase, "Secure and Private AI" by Facebook AI, I have earned a full scholarship to Udacity’s Computer Vision Nanodegree
Automatically produce captions given an input image, using a resnet 50 as the encoder and a custom defined Decoder RNN, basically by combining a CNN for feature extraction and an RNN